194 lines
7.6 KiB
C++
194 lines
7.6 KiB
C++
/*M///////////////////////////////////////////////////////////////////////////////////////
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//
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// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
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//
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// By downloading, copying, installing or using the software you agree to this license.
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// If you do not agree to this license, do not download, install,
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// copy or use the software.
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//
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//
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// License Agreement
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// For Open Source Computer Vision Library
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//
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// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
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// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
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// Third party copyrights are property of their respective owners.
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//
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// Redistribution and use in source and binary forms, with or without modification,
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// are permitted provided that the following conditions are met:
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//
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// * Redistribution's of source code must retain the above copyright notice,
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// this list of conditions and the following disclaimer.
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//
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// * Redistribution's in binary form must reproduce the above copyright notice,
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// this list of conditions and the following disclaimer in the documentation
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// and/or other materials provided with the distribution.
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//
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// * The name of the copyright holders may not be used to endorse or promote products
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// derived from this software without specific prior written permission.
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//
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// This software is provided by the copyright holders and contributors "as is" and
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// any express or implied warranties, including, but not limited to, the implied
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// warranties of merchantability and fitness for a particular purpose are disclaimed.
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// In no event shall the Intel Corporation or contributors be liable for any direct,
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// indirect, incidental, special, exemplary, or consequential damages
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// (including, but not limited to, procurement of substitute goods or services;
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// loss of use, data, or profits; or business interruption) however caused
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// and on any theory of liability, whether in contract, strict liability,
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// or tort (including negligence or otherwise) arising in any way out of
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// the use of this software, even if advised of the possibility of such damage.
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//
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//M*/
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#ifndef __OPENCV_CUDASTEREO_HPP__
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#define __OPENCV_CUDASTEREO_HPP__
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#ifndef __cplusplus
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# error cudastereo.hpp header must be compiled as C++
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#endif
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#include "opencv2/core/cuda.hpp"
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#include "opencv2/calib3d.hpp"
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namespace cv { namespace cuda {
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/////////////////////////////////////////
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// StereoBM
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class CV_EXPORTS StereoBM : public cv::StereoBM
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{
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public:
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using cv::StereoBM::compute;
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virtual void compute(InputArray left, InputArray right, OutputArray disparity, Stream& stream) = 0;
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};
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CV_EXPORTS Ptr<cuda::StereoBM> createStereoBM(int numDisparities = 64, int blockSize = 19);
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/////////////////////////////////////////
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// StereoBeliefPropagation
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//! "Efficient Belief Propagation for Early Vision" P.Felzenszwalb
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class CV_EXPORTS StereoBeliefPropagation : public cv::StereoMatcher
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{
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public:
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using cv::StereoMatcher::compute;
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virtual void compute(InputArray left, InputArray right, OutputArray disparity, Stream& stream) = 0;
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//! version for user specified data term
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virtual void compute(InputArray data, OutputArray disparity, Stream& stream = Stream::Null()) = 0;
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//! number of BP iterations on each level
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virtual int getNumIters() const = 0;
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virtual void setNumIters(int iters) = 0;
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//! number of levels
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virtual int getNumLevels() const = 0;
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virtual void setNumLevels(int levels) = 0;
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//! truncation of data cost
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virtual double getMaxDataTerm() const = 0;
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virtual void setMaxDataTerm(double max_data_term) = 0;
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//! data weight
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virtual double getDataWeight() const = 0;
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virtual void setDataWeight(double data_weight) = 0;
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//! truncation of discontinuity cost
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virtual double getMaxDiscTerm() const = 0;
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virtual void setMaxDiscTerm(double max_disc_term) = 0;
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//! discontinuity single jump
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virtual double getDiscSingleJump() const = 0;
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virtual void setDiscSingleJump(double disc_single_jump) = 0;
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//! type for messages (CV_16SC1 or CV_32FC1)
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virtual int getMsgType() const = 0;
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virtual void setMsgType(int msg_type) = 0;
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static void estimateRecommendedParams(int width, int height, int& ndisp, int& iters, int& levels);
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};
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CV_EXPORTS Ptr<cuda::StereoBeliefPropagation>
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createStereoBeliefPropagation(int ndisp = 64, int iters = 5, int levels = 5, int msg_type = CV_32F);
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/////////////////////////////////////////
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// StereoConstantSpaceBP
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//! "A Constant-Space Belief Propagation Algorithm for Stereo Matching"
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//! Qingxiong Yang, Liang Wang, Narendra Ahuja
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//! http://vision.ai.uiuc.edu/~qyang6/
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class CV_EXPORTS StereoConstantSpaceBP : public cuda::StereoBeliefPropagation
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{
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public:
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//! number of active disparity on the first level
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virtual int getNrPlane() const = 0;
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virtual void setNrPlane(int nr_plane) = 0;
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virtual bool getUseLocalInitDataCost() const = 0;
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virtual void setUseLocalInitDataCost(bool use_local_init_data_cost) = 0;
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static void estimateRecommendedParams(int width, int height, int& ndisp, int& iters, int& levels, int& nr_plane);
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};
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CV_EXPORTS Ptr<cuda::StereoConstantSpaceBP>
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createStereoConstantSpaceBP(int ndisp = 128, int iters = 8, int levels = 4, int nr_plane = 4, int msg_type = CV_32F);
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/////////////////////////////////////////
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// DisparityBilateralFilter
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//! Disparity map refinement using joint bilateral filtering given a single color image.
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//! Qingxiong Yang, Liang Wang, Narendra Ahuja
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//! http://vision.ai.uiuc.edu/~qyang6/
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class CV_EXPORTS DisparityBilateralFilter : public cv::Algorithm
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{
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public:
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//! the disparity map refinement operator. Refine disparity map using joint bilateral filtering given a single color image.
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//! disparity must have CV_8U or CV_16S type, image must have CV_8UC1 or CV_8UC3 type.
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virtual void apply(InputArray disparity, InputArray image, OutputArray dst, Stream& stream = Stream::Null()) = 0;
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virtual int getNumDisparities() const = 0;
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virtual void setNumDisparities(int numDisparities) = 0;
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virtual int getRadius() const = 0;
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virtual void setRadius(int radius) = 0;
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virtual int getNumIters() const = 0;
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virtual void setNumIters(int iters) = 0;
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//! truncation of data continuity
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virtual double getEdgeThreshold() const = 0;
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virtual void setEdgeThreshold(double edge_threshold) = 0;
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//! truncation of disparity continuity
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virtual double getMaxDiscThreshold() const = 0;
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virtual void setMaxDiscThreshold(double max_disc_threshold) = 0;
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//! filter range sigma
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virtual double getSigmaRange() const = 0;
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virtual void setSigmaRange(double sigma_range) = 0;
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};
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CV_EXPORTS Ptr<cuda::DisparityBilateralFilter>
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createDisparityBilateralFilter(int ndisp = 64, int radius = 3, int iters = 1);
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/////////////////////////////////////////
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// Utility
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//! Reprojects disparity image to 3D space.
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//! Supports CV_8U and CV_16S types of input disparity.
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//! The output is a 3- or 4-channel floating-point matrix.
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//! Each element of this matrix will contain the 3D coordinates of the point (x,y,z,1), computed from the disparity map.
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//! Q is the 4x4 perspective transformation matrix that can be obtained with cvStereoRectify.
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CV_EXPORTS void reprojectImageTo3D(InputArray disp, OutputArray xyzw, InputArray Q, int dst_cn = 4, Stream& stream = Stream::Null());
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//! Does coloring of disparity image: [0..ndisp) -> [0..240, 1, 1] in HSV.
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//! Supported types of input disparity: CV_8U, CV_16S.
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//! Output disparity has CV_8UC4 type in BGRA format (alpha = 255).
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CV_EXPORTS void drawColorDisp(InputArray src_disp, OutputArray dst_disp, int ndisp, Stream& stream = Stream::Null());
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}} // namespace cv { namespace cuda {
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#endif /* __OPENCV_CUDASTEREO_HPP__ */
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